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Children Programming Games: A Strategy for Measuring Computational Learning

delete2014-12-23
delete38
PRE
AI
L
Linda Werner *
J
Jill Denner
S
Shannon Campe
DOI:10.1145/2677091delete
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摘要

摘要

En 中文
This article reports the results of a study of the relationship of computer game programming to computational learning (CL). The results contribute to the growing body of knowledge about how to define and measure CL among children by proposing a new concept, Game Computational Sophistication (GCS). We analyzed 231 games programmed by 325 11 and 12 year olds with a range of prior computer experience who attended a voluntary technology class during or after school. Findings suggest that students' games exhibited a range of GCS: programs composed of sequences of simple programming constructs; programs composed of programming constructs, some of which are used to implement higher-order patterns; and programs composed of game mechanics built from combinations of patterns glued together with simple programming constructs. We use case studies of students' games to illustrate how variation in the use and integration of programming constructs, patterns, and game mechanics can be used to demonstrate evidence of CL. The study contributes to an understanding of what CL looks like in middle school, how to assess it, and how game-programming activities might promote CL.
Keyword:
Computational learning
computational thinking
game programming
middle school
Alice
Experimentation
Languages
Measurement
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期刊

A
ACM Transactions on Quantum Computing
IF:
6.8
论文数:
540
被引数:
508

机构

University of California System 封面图
University of California System
学者数:
37.7W
论文数: 33.8W
被引数: 6.6K
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